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e10e3fa
1 Parent(s): c6af60c

Update app.py

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  1. app.py +23 -0
app.py CHANGED
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+ import numpy as np
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+ import gradio as gr
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+ from huggingface_hub import from_pretrained_fastai
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+
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+ learn = from_pretrained_fastai('mindwrapped/pokemon-card-checker')
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+
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+ def check_card(input_img):
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+ sepia_filter = np.array(
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+ [[0.393, 0.769, 0.189], [0.349, 0.686, 0.168], [0.272, 0.534, 0.131]]
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+ )
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+ sepia_img = input_img.dot(sepia_filter.T)
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+ sepia_img /= sepia_img.max()
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+ return sepia_img
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+
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+ demo = gr.Interface(
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+ fn=sepia,
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+ inputs=gr.Image(shape=(256, 256)),
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+ outputs="image",
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+ examples=['real-1.jpeg','real-2.jpeg','fake-1.jpeg','fake-2.jpeg'],
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+ title='Pokemon Card Checker',
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+ description=`A resnet34 model fine tuned to determine whether Pokemon cards are real or fake. Dataset is located [here](https://www.kaggle.com/datasets/ongshujian/real-and-fake-pokemon-cards).`)
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+
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+ demo.launch()